Rabbit MQ with Docker for Microservices

Rabbit MQ message broker helps to implement event-driven architecture for microservices. Instead of tight coupling multiple services, we can send and subscribe to events. In this video, I explain how to dockerize Rabbit MQ and provide a simple, but complete example of communication through Rabbit MQ.

 

React and TensorFlow.js

I explain how to create React app with Yarn and how to integrate TensorFlow.js into that app. A simple model is trained with TensorFlow.js to give you a good starting point. I also show how to run the predict function and read the output.

 

ML Microservice Client with Python and gRPC

In this video, I continue to talk about microservices for ML. I explain how to implement a direct call from the training service to fetch data and run training with model evaluation.

 

ML Microservice with Python and gRPC

I explain how to implement microservice in Python for Machine Learning code. In this example, data processing is done with Pandas, Numpy, and Scikit-Learn libraries. Communication is implemented through gRPC, I explain how to send Numpy array through gRPC.

 

FastAPI with Oracle Cloud DB, building APIs with Python

Learn by example about how to connect to Oracle Cloud DB from FastAPI without any third-party libraries. Connection to DB is optimized with connection pooling.

 

Connect to Oracle Cloud DB from Python

A quick explanation of how to connect to Oracle Autonomous Cloud Database (Always Free instance) from Python script.

 

Oracle JET or Oracle VBCS For Your Next Web App

I talk about my experience of working with Oracle JET and VBCS. I share a few hints - how to choose between Oracle JET and Oracle VBCS for your next Web app development.